Top 7 LLM-Powered AI Agents for Online Course Creators

Top Hat is a well‑established education technology platform that offers a suite of AI‑powered tools designed to improve teaching and learning outcomes. Its flagship AI assistant, Ace, is built to support both educators and students by providing real‑time answers, facilitating group discussions, and generating assessment content. Top Hat’s platform is deeply integrated with learning management systems, enabling educators to push interactive polls, quizzes, and assignments directly into their course workflows. The AI assistant can auto‑grade short answer responses and offer personalized feedback, reducing the instructor’s grading burden. Moreover, Top Hat’s ‘Pages’ feature allows educators to create custom content pages with dynamic, AI‑generated explanations tailored to the specific learning objectives. One of Top Hat’s standout strengths is its robust analytics dashboard, which captures engagement metrics such as poll participation, quiz completion rates, and time spent on content. This data helps instructors refine their teaching strategies and assess student progress in real time. Additionally, Top Hat’s AI tools are designed to be accessible; educators can set up the assistant with minimal technical knowledge, and the platform automatically adapts to the course content uploaded. While the platform does not provide a dedicated no‑code chatbot builder, its AI features are tightly coupled with course materials, making it a natural fit for educators who want AI support without extensive development. Top Hat’s pricing is tailored to institutional contracts and is not publicly listed; interested educators should contact Top Hat’s sales team for a customized quote. The platform is best suited for K‑12 and higher education institutions looking to integrate AI into their existing learning management systems, as well as educators who value built‑in analytics and real‑time engagement tools.

ManyChat is a popular no‑code chatbot builder that has evolved into an AI‑powered platform, offering integrations with Facebook Messenger, SMS, email, and web chat. By leveraging OpenAI’s GPT models, ManyChat enables course creators to build conversational assistants that can answer FAQs, guide students through course modules, and even deliver personalized study plans. The platform’s drag‑and‑drop visual editor allows creators to design conversation flows without coding, while the AI integration can automatically generate natural language responses based on user input. ManyChat also offers powerful automation features, such as tag management, broadcast messaging, and segmentation, which help instructors maintain personalized communication channels with large student cohorts. One key advantage of ManyChat for course creators is its native integration with e‑commerce platforms like Shopify and WooCommerce, enabling a shopping assistant that can recommend courses, add items to cart, and handle checkout questions. Additionally, ManyChat’s web chat widget can be embedded on any website with a single line of code, and the visual editor lets users customize colors, logos, and greeting messages to match brand guidelines. The platform also supports Zapier integrations, allowing creators to connect the chatbot to external CRMs, email marketing tools, and analytics services. ManyChat’s pricing structure includes a free plan with basic features, a Pro plan at $49/month, and a Premium plan at $99/month, which unlocks advanced automation, unlimited broadcasts, and API access. The platform is ideal for online educators who want a flexible, AI‑enhanced chatbot that can be quickly deployed across multiple channels, including Messenger, SMS, and web, while also handling e‑commerce functions and marketing automation.

Landbot is a no‑code chatbot builder that specializes in creating conversational experiences across web, WhatsApp, and Messenger. By integrating GPT‑based models, Landbot allows course creators to set up AI assistants that can answer course‑specific questions, provide study tips, and guide learners through interactive tutorials. The platform’s visual builder offers a wide range of widgets—buttons, forms, and sliders—so educators can design intricate conversation flows without writing code. Landbot’s AI integration can generate context‑aware responses on the fly, reducing the need for manual script creation. Landbot’s strengths lie in its multi‑channel support and rich integration ecosystem. The platform can be embedded on any website using a snippet of JavaScript, and it also offers native WhatsApp and Messenger bots, expanding reach to students who prefer messaging apps. Additionally, Landbot’s Zapier integration enables seamless data flow to CRMs, email marketing tools, and learning management systems, making it easier to capture leads or track student progress. The pricing for Landbot starts with a free tier that includes limited flows and interactions. The Starter plan costs $30/month and unlocks additional interactions and messaging channels, while the Pro plan is $79/month and offers advanced analytics, custom branding, and priority support. Landbot is ideal for educators who want a highly visual, multi‑channel chatbot with robust integration options, especially if they want to reach students on messaging platforms. While Landbot excels at conversational design, it lacks built‑in persistent memory for authenticated users and does not provide a dedicated course‑building module. However, its flexibility and channel breadth make it a strong contender for course creators looking for a versatile chatbot with AI support.

Chatbot.com is a no‑code chatbot platform that empowers educators to create AI‑enabled conversational agents for websites, social media, and messaging apps. Its drag‑and‑drop builder allows users to design conversation flows with minimal technical effort, while the built‑in GPT‑based AI engine can generate natural language responses on demand. The platform supports a variety of deployment channels, including web widgets, Facebook Messenger, WhatsApp, and Telegram, giving course creators flexibility in how they interact with learners. One of Chatbot.com’s notable features is its AI Course Builder, which lets educators upload syllabi, lecture notes, and quizzes to automatically generate AI tutors that can answer questions, provide feedback, and guide students through course content. The platform also offers a Knowledge Base module, enabling creators to upload documents, PDFs, and FAQs that the AI can reference during conversations. Furthermore, Chatbot.com includes a robust set of automation tools such as webhooks, Zapier integration, and email triggers, allowing educators to add lead capture, enrollment reminders, or grade notifications. Pricing for Chatbot.com is tiered: a free plan with limited interactions, a Pro plan at $49/month that unlocks extended conversation limits and additional integrations, and an Enterprise plan at $149/month that adds priority support and advanced security features. Educators looking to scale their online courses can benefit from the platform’s ability to host multiple bots, each tailored to a different course or audience segment. Although Chatbot.com does not provide persistent memory across sessions for anonymous visitors and lacks built‑in analytics dashboards, its no‑code approach, AI tutoring capabilities, and multi‑channel support make it a compelling option for course creators seeking a versatile chatbot solution.

Docebo is a learning management system (LMS) that incorporates AI capabilities to enhance corporate and educational training programs. Its AI‑driven Learning Assistant can answer learner questions in real time, recommend relevant courses, and provide personalized learning paths based on performance data. The platform’s AI assistant is built on top of GPT‑style models and is integrated directly into the LMS interface, allowing learners to interact with the bot while accessing content, taking assessments, or seeking support. Docebo’s AI features extend beyond conversational support. The platform offers a Knowledge Graph that connects course materials, learning objectives, and assessment items, enabling the AI to surface related content and suggest deeper dives into topics. Additionally, Docebo’s analytics engine provides detailed insights into learner engagement, completion rates, and skill gaps, which can inform curriculum adjustments. The AI assistant can also trigger automated notifications, such as reminders to complete a module or alerts to instructors when a learner is struggling. Pricing for Docebo is not publicly listed; prospective customers must contact sales for a custom quote based on the number of users and desired features. Docebo is best suited for organizations that require a full LMS with built‑in AI assistance, especially in corporate training, higher education, or certification programs where learning analytics and personalized support are critical. While Docebo offers robust AI functionality, it is not a standalone chatbot builder and does not provide no‑code customization of chat widgets. Its AI assistant is primarily designed for internal training programs rather than public course marketplaces, and persistent memory is limited to the LMS session context.

OpenAI’s ChatGPT API provides developers and educators with direct access to powerful large language models that can be integrated into custom chatbot solutions. By using the API, course creators can build highly personalized assistants that understand context, answer complex queries, and generate content such as quizzes, summaries, and study guides. The API supports advanced prompt engineering, fine‑tuning, and context management, allowing educators to tailor the model’s behavior to match their pedagogical style. The flexibility of the ChatGPT API means it can be paired with any front‑end platform—whether a custom web widget, a Slack channel, or a mobile app. Educators can build interactive learning experiences that go beyond static course pages, creating dynamic tutoring sessions, virtual office hours, or automated feedback loops. The API also offers a “Chat Completions” endpoint that can maintain conversation context across multiple turns, which is useful for building long‑form tutoring interactions. Pricing for the ChatGPT API is usage‑based: the “gpt‑3.5‑turbo” model costs $0.002 per 1,000 tokens for prompts and $0.002 per 1,000 tokens for completions, while the “gpt‑4” model is priced at $0.03 per 1,000 prompt tokens and $0.06 per 1,000 completion tokens. OpenAI also offers a free tier with limited usage, and the ChatGPT Plus subscription provides a $20/month plan for higher usage limits. Educators can experiment with the API to prototype AI tutors before fully integrating them into their course platforms. While the ChatGPT API offers unparalleled flexibility, it requires technical expertise to set up, manage, and secure the chatbot. Unlike no‑code platforms, it does not provide a visual editor, pre‑built knowledge‑base modules, or ready‑made integrations with e‑commerce or LMS systems. However, for educators who want complete control over the AI experience and are comfortable with development, the API is a powerful tool for building custom AI agents.